Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset)

Jenny Terry; Robert Ross; Tomas Nagy; Mauricio Salgado; Patricia Garrido-Vasquez; Jacob Sarfo; Susan Cooper; Anke Buttner; Tiago Lima; Ibrahim Ozturk; Nazli Akay; Flavia Santos; Christina Artemenko; Lee Copping; Mahmoud Elsherif; Ilija Milovanovic; Robert  Cribbie; Marina Drushlyak; Katherine Swainston; Yiyun Shou; Juan Leongomez; Nicola Palena; Fitri Abidin; Maria Reyes-Rodriguez; Yunfeng He; Juneman Abraham; Argiro Vatakis; Kristin Jankowsky; Stephanie Schmidt; Elise Grimm; Desiree Gonzalez; Phillip Schmid; Roberto Ferreira; Dmitri Rozgonjuk; Neslihan Ozhan; Patrick O'Connor; Andras Zsido; Gregor Stiglic; Darren Rhodes; Cristina Rodriguez; Ican Ropovik; Violeta Enea; Ratri Nurwanti; Alejandro Estudillo; Nataly Beribisky; Karel Himawan; Linda Geven; Anne van Hoogmoed; Amelie Bret; Jodie Chapman; Udi  Alter; Zoe Flack; Donncha Hanna; Mojtaba Soltanlou; Gabriel Banik; Matus Adamkovic; Sanne van der Ven; Jochen Mosbacher; Hilal Sen; Joel Anderson; Michael Batashvili; Kristel de Groot; Matthew Parker; Mai Helmy; Mariia Ostroha; Katie Gilligan-Lee; Felix Egara; Martin Barwood; Karuna Thomas; Grace McMahon; Siobhan Griffin; Hans-Christoph Nuerk; Alyssa Counsell; Oliver Lindemann; Dirk Van Rooy; Theresa Wege; Joanna Lewis; Balazs Aczel; Conal Monaghan; Ali Al-Hoorie; Julia Huber; Saadet Yapan; Mauricio Vasquez; Antonino Callea; Tolga Ergiyen; James Clay; Gaetan Mertens; Feyza Topcu; Merve Tutlu; Karin Taht; Kristel Mikkor; Letizia Caso; Alexander Karner; Maxine Storm; Gabriella Daroczy; Rizqy Zein; Andrea Greco; Erin Buchanan; Katharina Schmid; Thomas Hunt; Jonas De keersmaecker; Peter Branney; Jordan Randell; Oliver Clark; Crystal Steltenpohl; Bhasker Malu; Burcu Tekes; TamilSelvan Ramis; Stefan Agrigoroaei; Nicholas Badcock; Olena Semenikhina; Erich Graf; Charlie  Lea; Kalu Ogba; Fergus Guppy; Amy Warhurst; Shane Lindsay; Ahmed Al Khateeb; Frank Scharnowski; Leontien de Kwaadsteniet; Kathryn Francis; Mariah Lecompte; Lisa Webster; Kinga Morsanyi; Suzanna Forwood; Elizabeth Walters; Linda Tip; Jordan Wagge; Ho Yan Lai; Deborah Crossland; Kohinoor Darda; Tessa Flack; Zoe Leviston; Matthew Brolly; Samuel Hills; Elizabeth Collins; Andrew Roberts; Wing-Yee Cheung; Sophie Leonard; Bruno Verschuere; Samantha Stanley; Iro Xenidou-Dervou; Omid Ghasemi; Timothy Liew; Daniel Ansari; Johnrev Guilaran; Samuel Penny; Julia Bahnmueller; Christopher Hand; Unita Rahajeng; Dar Peterburg; Zsofia Takacs; Michael Platow; Andy Field

doi:10.5334/jopd.80

Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset)

Jenny Terry, Robert Ross, Tomas Nagy, Mauricio Salgado, Patricia Garrido-Vasquez, Jacob Sarfo, Susan Cooper, Anke Buttner, Tiago Lima, Ibrahim Ozturk, Nazli Akay, Flavia Santos, Christina Artemenko, Lee Copping, Mahmoud Elsherif, Ilija Milovanovic, Robert Cribbie, Marina Drushlyak, Katherine Swainston, Yiyun ShouJuan Leongomez, Nicola Palena, Fitri Abidin, Maria Reyes-Rodriguez, Yunfeng He, Juneman Abraham, Argiro Vatakis, Kristin Jankowsky, Stephanie Schmidt, Elise Grimm, Desiree Gonzalez, Phillip Schmid, Roberto Ferreira, Dmitri Rozgonjuk, Neslihan Ozhan, Patrick O'Connor, Andras Zsido, Gregor Stiglic, Darren Rhodes, Cristina Rodriguez, Ican Ropovik, Violeta Enea, Ratri Nurwanti, Alejandro Estudillo, Nataly Beribisky, Karel Himawan, Linda Geven, Anne van Hoogmoed, Amelie Bret, Jodie Chapman, Udi Alter, Zoe Flack, Donncha Hanna, Mojtaba Soltanlou, Gabriel Banik, Matus Adamkovic, Sanne van der Ven, Jochen Mosbacher, Hilal Sen, Joel Anderson, Michael Batashvili, Kristel de Groot, Matthew Parker, Mai Helmy, Mariia Ostroha, Katie Gilligan-Lee, Felix Egara, Martin Barwood, Karuna Thomas, Grace McMahon, Siobhan Griffin, Hans-Christoph Nuerk, Alyssa Counsell, Oliver Lindemann, Dirk Van Rooy, Theresa Wege, Joanna Lewis, Balazs Aczel, Conal Monaghan, Ali Al-Hoorie, Julia Huber, Saadet Yapan, Mauricio Vasquez, Antonino Callea, Tolga Ergiyen, James Clay, Gaetan Mertens, Feyza Topcu, Merve Tutlu, Karin Taht, Kristel Mikkor, Letizia Caso, Alexander Karner, Maxine Storm, Gabriella Daroczy, Rizqy Zein, Andrea Greco, Erin Buchanan, Katharina Schmid, Thomas Hunt, Jonas De keersmaecker, Peter Branney, Jordan Randell, Oliver Clark, Crystal Steltenpohl, Bhasker Malu, Burcu Tekes, TamilSelvan Ramis, Stefan Agrigoroaei, Nicholas Badcock, Olena Semenikhina, Erich Graf, Charlie Lea, Kalu Ogba, Fergus Guppy, Amy Warhurst, Shane Lindsay, Ahmed Al Khateeb, Frank Scharnowski, Leontien de Kwaadsteniet, Kathryn Francis, Mariah Lecompte, Lisa Webster, Kinga Morsanyi, Suzanna Forwood, Elizabeth Walters, Linda Tip, Jordan Wagge, Ho Yan Lai, Deborah Crossland, Kohinoor Darda, Tessa Flack, Zoe Leviston, Matthew Brolly, Samuel Hills, Elizabeth Collins, Andrew Roberts, Wing-Yee Cheung, Sophie Leonard, Bruno Verschuere, Samantha Stanley, Iro Xenidou-Dervou, Omid Ghasemi, Timothy Liew, Daniel Ansari, Johnrev Guilaran, Samuel Penny, Julia Bahnmueller, Christopher Hand, Unita Rahajeng, Dar Peterburg, Zsofia Takacs, Michael Platow, Andy Field

SSSHL Psychology

Research output: Contribution to journal › Article › peer-review

Abstract

This large, international dataset contains survey responses from N = 12,570 students from 100 universities in 35 countries, collected in 21 languages. We measured anxieties (statistics, mathematics, test, trait, social interaction, performance, creativity, intolerance of uncertainty, and fear of negative evaluation), self-efficacy, persistence, and the cognitive reflection test, and collected demographics, previous mathematics grades, self-reported and official statistics grades, and statistics module details. Data reuse potential is broad, including testing links between anxieties and statistics/mathematics education factors, and examining instruments’ psychometric properties across different languages and contexts. Data and metadata are stored on the Open Science Framework website [https://osf.io/mhg94/].

Original language	English
Number of pages	25
Journal	Journal of Open Psychology Data
Volume	11
Issue number	8
DOIs	https://doi.org/10.5334/jopd.80
Publication status	Published - 29 May 2023

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10.5334/jopd.80

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Terry, J., Ross, R., Nagy, T., Salgado, M., Garrido-Vasquez, P., Sarfo, J., Cooper, S., Buttner, A., Lima, T., Ozturk, I., Akay, N., Santos, F., Artemenko, C., Copping, L., Elsherif, M., Milovanovic, I., Cribbie, R., Drushlyak, M., Swainston, K., ... Field, A. (2023). Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset). Journal of Open Psychology Data, 11(8). https://doi.org/10.5334/jopd.80

@article{2336a7cb583a45308c762f340c81baf8,

title = "Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset)",

abstract = "This large, international dataset contains survey responses from N = 12,570 students from 100 universities in 35 countries, collected in 21 languages. We measured anxieties (statistics, mathematics, test, trait, social interaction, performance, creativity, intolerance of uncertainty, and fear of negative evaluation), self-efficacy, persistence, and the cognitive reflection test, and collected demographics, previous mathematics grades, self-reported and official statistics grades, and statistics module details. Data reuse potential is broad, including testing links between anxieties and statistics/mathematics education factors, and examining instruments{\textquoteright} psychometric properties across different languages and contexts. Data and metadata are stored on the Open Science Framework website [https://osf.io/mhg94/].",

author = "Jenny Terry and Robert Ross and Tomas Nagy and Mauricio Salgado and Patricia Garrido-Vasquez and Jacob Sarfo and Susan Cooper and Anke Buttner and Tiago Lima and Ibrahim Ozturk and Nazli Akay and Flavia Santos and Christina Artemenko and Lee Copping and Mahmoud Elsherif and Ilija Milovanovic and Robert Cribbie and Marina Drushlyak and Katherine Swainston and Yiyun Shou and Juan Leongomez and Nicola Palena and Fitri Abidin and Maria Reyes-Rodriguez and Yunfeng He and Juneman Abraham and Argiro Vatakis and Kristin Jankowsky and Stephanie Schmidt and Elise Grimm and Desiree Gonzalez and Phillip Schmid and Roberto Ferreira and Dmitri Rozgonjuk and Neslihan Ozhan and Patrick O'Connor and Andras Zsido and Gregor Stiglic and Darren Rhodes and Cristina Rodriguez and Ican Ropovik and Violeta Enea and Ratri Nurwanti and Alejandro Estudillo and Nataly Beribisky and Karel Himawan and Linda Geven and {van Hoogmoed}, Anne and Amelie Bret and Jodie Chapman and Udi Alter and Zoe Flack and Donncha Hanna and Mojtaba Soltanlou and Gabriel Banik and Matus Adamkovic and {van der Ven}, Sanne and Jochen Mosbacher and Hilal Sen and Joel Anderson and Michael Batashvili and {de Groot}, Kristel and Matthew Parker and Mai Helmy and Mariia Ostroha and Katie Gilligan-Lee and Felix Egara and Martin Barwood and Karuna Thomas and Grace McMahon and Siobhan Griffin and Hans-Christoph Nuerk and Alyssa Counsell and Oliver Lindemann and {Van Rooy}, Dirk and Theresa Wege and Joanna Lewis and Balazs Aczel and Conal Monaghan and Ali Al-Hoorie and Julia Huber and Saadet Yapan and Mauricio Vasquez and Antonino Callea and Tolga Ergiyen and James Clay and Gaetan Mertens and Feyza Topcu and Merve Tutlu and Karin Taht and Kristel Mikkor and Letizia Caso and Alexander Karner and Maxine Storm and Gabriella Daroczy and Rizqy Zein and Andrea Greco and Erin Buchanan and Katharina Schmid and Thomas Hunt and {De keersmaecker}, Jonas and Peter Branney and Jordan Randell and Oliver Clark and Crystal Steltenpohl and Bhasker Malu and Burcu Tekes and TamilSelvan Ramis and Stefan Agrigoroaei and Nicholas Badcock and Olena Semenikhina and Erich Graf and Charlie Lea and Kalu Ogba and Fergus Guppy and Amy Warhurst and Shane Lindsay and {Al Khateeb}, Ahmed and Frank Scharnowski and {de Kwaadsteniet}, Leontien and Kathryn Francis and Mariah Lecompte and Lisa Webster and Kinga Morsanyi and Suzanna Forwood and Elizabeth Walters and Linda Tip and Jordan Wagge and {Yan Lai}, Ho and Deborah Crossland and Kohinoor Darda and Tessa Flack and Zoe Leviston and Matthew Brolly and Samuel Hills and Elizabeth Collins and Andrew Roberts and Wing-Yee Cheung and Sophie Leonard and Bruno Verschuere and Samantha Stanley and Iro Xenidou-Dervou and Omid Ghasemi and Timothy Liew and Daniel Ansari and Johnrev Guilaran and Samuel Penny and Julia Bahnmueller and Christopher Hand and Unita Rahajeng and Dar Peterburg and Zsofia Takacs and Michael Platow and Andy Field",

year = "2023",

month = may,

day = "29",

doi = "10.5334/jopd.80",

language = "English",

volume = "11",

journal = "Journal of Open Psychology Data",

issn = "2050-9863",

publisher = "Ubiquity Press",

number = "8",

}

Terry, J, Ross, R, Nagy, T, Salgado, M, Garrido-Vasquez, P, Sarfo, J, Cooper, S, Buttner, A, Lima, T, Ozturk, I, Akay, N, Santos, F, Artemenko, C, Copping, L, Elsherif, M, Milovanovic, I, Cribbie, R, Drushlyak, M, Swainston, K, Shou, Y, Leongomez, J, Palena, N, Abidin, F, Reyes-Rodriguez, M, He, Y, Abraham, J, Vatakis, A, Jankowsky, K, Schmidt, S, Grimm, E, Gonzalez, D, Schmid, P, Ferreira, R, Rozgonjuk, D, Ozhan, N, O'Connor, P, Zsido, A, Stiglic, G, Rhodes, D, Rodriguez, C, Ropovik, I, Enea, V, Nurwanti, R, Estudillo, A, Beribisky, N, Himawan, K, Geven, L, van Hoogmoed, A, Bret, A, Chapman, J, Alter, U, Flack, Z, Hanna, D, Soltanlou, M, Banik, G, Adamkovic, M, van der Ven, S, Mosbacher, J, Sen, H, Anderson, J, Batashvili, M, de Groot, K, Parker, M, Helmy, M, Ostroha, M, Gilligan-Lee, K, Egara, F, Barwood, M, Thomas, K, McMahon, G, Griffin, S, Nuerk, H-C, Counsell, A, Lindemann, O, Van Rooy, D, Wege, T, Lewis, J, Aczel, B, Monaghan, C, Al-Hoorie, A, Huber, J, Yapan, S, Vasquez, M, Callea, A, Ergiyen, T, Clay, J, Mertens, G, Topcu, F, Tutlu, M, Taht, K, Mikkor, K, Caso, L, Karner, A, Storm, M, Daroczy, G, Zein, R, Greco, A, Buchanan, E, Schmid, K, Hunt, T, De keersmaecker, J, Branney, P, Randell, J, Clark, O, Steltenpohl, C, Malu, B, Tekes, B, Ramis, T, Agrigoroaei, S, Badcock, N, Semenikhina, O, Graf, E, Lea, C, Ogba, K, Guppy, F, Warhurst, A, Lindsay, S, Al Khateeb, A, Scharnowski, F, de Kwaadsteniet, L, Francis, K, Lecompte, M, Webster, L, Morsanyi, K, Forwood, S, Walters, E, Tip, L, Wagge, J, Yan Lai, H, Crossland, D, Darda, K, Flack, T, Leviston, Z, Brolly, M, Hills, S, Collins, E, Roberts, A, Cheung, W-Y, Leonard, S, Verschuere, B, Stanley, S, Xenidou-Dervou, I, Ghasemi, O, Liew, T, Ansari, D, Guilaran, J, Penny, S, Bahnmueller, J, Hand, C, Rahajeng, U, Peterburg, D, Takacs, Z, Platow, M & Field, A 2023, 'Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset)', Journal of Open Psychology Data, vol. 11, no. 8. https://doi.org/10.5334/jopd.80

TY - JOUR

T1 - Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset)

AU - Terry, Jenny

AU - Ross, Robert

AU - Nagy, Tomas

AU - Salgado, Mauricio

AU - Garrido-Vasquez, Patricia

AU - Sarfo, Jacob

AU - Cooper, Susan

AU - Buttner, Anke

AU - Lima, Tiago

AU - Ozturk, Ibrahim

AU - Akay, Nazli

AU - Santos, Flavia

AU - Artemenko, Christina

AU - Copping, Lee

AU - Elsherif, Mahmoud

AU - Milovanovic, Ilija

AU - Cribbie, Robert

AU - Drushlyak, Marina

AU - Swainston, Katherine

AU - Shou, Yiyun

AU - Leongomez, Juan

AU - Palena, Nicola

AU - Abidin, Fitri

AU - Reyes-Rodriguez, Maria

AU - He, Yunfeng

AU - Abraham, Juneman

AU - Vatakis, Argiro

AU - Jankowsky, Kristin

AU - Schmidt, Stephanie

AU - Grimm, Elise

AU - Gonzalez, Desiree

AU - Schmid, Phillip

AU - Ferreira, Roberto

AU - Rozgonjuk, Dmitri

AU - Ozhan, Neslihan

AU - O'Connor, Patrick

AU - Zsido, Andras

AU - Stiglic, Gregor

AU - Rhodes, Darren

AU - Rodriguez, Cristina

AU - Ropovik, Ican

AU - Enea, Violeta

AU - Nurwanti, Ratri

AU - Estudillo, Alejandro

AU - Beribisky, Nataly

AU - Himawan, Karel

AU - Geven, Linda

AU - van Hoogmoed, Anne

AU - Bret, Amelie

AU - Chapman, Jodie

AU - Alter, Udi

AU - Flack, Zoe

AU - Hanna, Donncha

AU - Soltanlou, Mojtaba

AU - Banik, Gabriel

AU - Adamkovic, Matus

AU - van der Ven, Sanne

AU - Mosbacher, Jochen

AU - Sen, Hilal

AU - Anderson, Joel

AU - Batashvili, Michael

AU - de Groot, Kristel

AU - Parker, Matthew

AU - Helmy, Mai

AU - Ostroha, Mariia

AU - Gilligan-Lee, Katie

AU - Egara, Felix

AU - Barwood, Martin

AU - Thomas, Karuna

AU - McMahon, Grace

AU - Griffin, Siobhan

AU - Nuerk, Hans-Christoph

AU - Counsell, Alyssa

AU - Lindemann, Oliver

AU - Van Rooy, Dirk

AU - Wege, Theresa

AU - Lewis, Joanna

AU - Aczel, Balazs

AU - Monaghan, Conal

AU - Al-Hoorie, Ali

AU - Huber, Julia

AU - Yapan, Saadet

AU - Vasquez, Mauricio

AU - Callea, Antonino

AU - Ergiyen, Tolga

AU - Clay, James

AU - Mertens, Gaetan

AU - Topcu, Feyza

AU - Tutlu, Merve

AU - Taht, Karin

AU - Mikkor, Kristel

AU - Caso, Letizia

AU - Karner, Alexander

AU - Storm, Maxine

AU - Daroczy, Gabriella

AU - Zein, Rizqy

AU - Greco, Andrea

AU - Buchanan, Erin

AU - Schmid, Katharina

AU - Hunt, Thomas

AU - De keersmaecker, Jonas

AU - Branney, Peter

AU - Randell, Jordan

AU - Clark, Oliver

AU - Steltenpohl, Crystal

AU - Malu, Bhasker

AU - Tekes, Burcu

AU - Ramis, TamilSelvan

AU - Agrigoroaei, Stefan

AU - Badcock, Nicholas

AU - Semenikhina, Olena

AU - Graf, Erich

AU - Lea, Charlie

AU - Ogba, Kalu

AU - Guppy, Fergus

AU - Warhurst, Amy

AU - Lindsay, Shane

AU - Al Khateeb, Ahmed

AU - Scharnowski, Frank

AU - de Kwaadsteniet, Leontien

AU - Francis, Kathryn

AU - Lecompte, Mariah

AU - Webster, Lisa

AU - Morsanyi, Kinga

AU - Forwood, Suzanna

AU - Walters, Elizabeth

AU - Tip, Linda

AU - Wagge, Jordan

AU - Yan Lai, Ho

AU - Crossland, Deborah

AU - Darda, Kohinoor

AU - Flack, Tessa

AU - Leviston, Zoe

AU - Brolly, Matthew

AU - Hills, Samuel

AU - Collins, Elizabeth

AU - Roberts, Andrew

AU - Cheung, Wing-Yee

AU - Leonard, Sophie

AU - Verschuere, Bruno

AU - Stanley, Samantha

AU - Xenidou-Dervou, Iro

AU - Ghasemi, Omid

AU - Liew, Timothy

AU - Ansari, Daniel

AU - Guilaran, Johnrev

AU - Penny, Samuel

AU - Bahnmueller, Julia

AU - Hand, Christopher

AU - Rahajeng, Unita

AU - Peterburg, Dar

AU - Takacs, Zsofia

AU - Platow, Michael

AU - Field, Andy

PY - 2023/5/29

Y1 - 2023/5/29

N2 - This large, international dataset contains survey responses from N = 12,570 students from 100 universities in 35 countries, collected in 21 languages. We measured anxieties (statistics, mathematics, test, trait, social interaction, performance, creativity, intolerance of uncertainty, and fear of negative evaluation), self-efficacy, persistence, and the cognitive reflection test, and collected demographics, previous mathematics grades, self-reported and official statistics grades, and statistics module details. Data reuse potential is broad, including testing links between anxieties and statistics/mathematics education factors, and examining instruments’ psychometric properties across different languages and contexts. Data and metadata are stored on the Open Science Framework website [https://osf.io/mhg94/].

AB - This large, international dataset contains survey responses from N = 12,570 students from 100 universities in 35 countries, collected in 21 languages. We measured anxieties (statistics, mathematics, test, trait, social interaction, performance, creativity, intolerance of uncertainty, and fear of negative evaluation), self-efficacy, persistence, and the cognitive reflection test, and collected demographics, previous mathematics grades, self-reported and official statistics grades, and statistics module details. Data reuse potential is broad, including testing links between anxieties and statistics/mathematics education factors, and examining instruments’ psychometric properties across different languages and contexts. Data and metadata are stored on the Open Science Framework website [https://osf.io/mhg94/].

U2 - 10.5334/jopd.80

DO - 10.5334/jopd.80

M3 - Article

SN - 2050-9863

VL - 11

JO - Journal of Open Psychology Data

JF - Journal of Open Psychology Data

IS - 8

ER -

Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset)

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